Projeto RIV2

Análise_1

Object Detection

Análise_1 Image Dataset

v4

Teste_4:3_Classes

Generated on May 31, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
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Dataset Split

Train Set 87%
6143Images
Valid Set 9%
635Images
Test Set 4%
315Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x832
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down